Data profile

Dataset statistics

Number of variables	24
Number of observations	26555
Missing cells	235
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	7.5 MiB
Average record size in memory	294.9 B

Variable types

NUM	21
CAT	3

Warnings

`id` has a high cardinality: 113 distinct values	High cardinality
`yrs` is highly correlated with `mos` and 1 other fields	High correlation
`mos` is highly correlated with `yrs` and 1 other fields	High correlation
`age` is highly correlated with `mos` and 1 other fields	High correlation
`id` is uniformly distributed	Uniform
`Avg_deg` has 4700 (17.7%) zeros	Zeros

Reproduction

Analysis started	2020-10-22 09:47:47.969366
Analysis finished	2020-10-22 09:48:46.282988
Duration	58.31 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

id
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	113
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	207.6 KiB

132_9a	235
431_15a	235
516_17a	235
123_9a	235
317_13a	235
Other values (108)	25380

Common Values
Overview

Value	Count	Frequency (%)
132_9a	235	0.9%
431_15a	235	0.9%
516_17a	235	0.9%
123_9a	235	0.9%
317_13a	235	0.9%
125_9a	235	0.9%
324_13a	235	0.9%
225_11a	235	0.9%
209_11a	235	0.9%
110_9a	235	0.9%
408_15a	235	0.9%
131_9a	235	0.9%
216_11a	235	0.9%
335_13a	235	0.9%
522_17a	235	0.9%
224_11a	235	0.9%
518_17a	235	0.9%
121_9a	235	0.9%
129_9a	235	0.9%
428_15a	235	0.9%
228_11a	235	0.9%
512_17a	235	0.9%
207_11a	235	0.9%
525_17a	235	0.9%
319_13a	235	0.9%
Other values (88)	20680	77.9%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	7
Median length	7
Mean length	6.831858407
Min length	6

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
1	44415	24.5%
_	26555	14.6%
a	26555	14.6%
2	19740	10.9%
3	17625	9.7%
5	11045	6.1%
0	8460	4.7%
7	7755	4.3%
9	7285	4.0%
4	6345	3.5%
6	3055	1.7%
8	2585	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	128310	70.7%
Connector Punctuation	26555	14.6%
Lowercase Letter	26555	14.6%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	44415	34.6%
2	19740	15.4%
3	17625	13.7%
5	11045	8.6%
0	8460	6.6%
7	7755	6.0%
9	7285	5.7%
4	6345	4.9%
6	3055	2.4%
8	2585	2.0%

Most frequent Connector Punctuation characters

Value	Count	Frequency (%)
_	26555	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	26555	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	154865	85.4%
Latin	26555	14.6%

Most frequent Common characters

Value	Count	Frequency (%)
1	44415	28.7%
_	26555	17.1%
2	19740	12.7%
3	17625	11.4%
5	11045	7.1%
0	8460	5.5%
7	7755	5.0%
9	7285	4.7%
4	6345	4.1%
6	3055	2.0%
8	2585	1.7%

Most frequent Latin characters

Value	Count	Frequency (%)
a	26555	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	181420	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
1	44415	24.5%
_	26555	14.6%
a	26555	14.6%
2	19740	10.9%
3	17625	9.7%
5	11045	6.1%
0	8460	4.7%
7	7755	4.3%
9	7285	4.0%
4	6345	3.5%
6	3055	1.7%
8	2585	1.4%

sex
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	207.6 KiB

female	14570
male	11985

Value	Count	Frequency (%)
female	14570	54.9%
male	11985	45.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	6
Mean length	5.097345133
Min length	4

Overview of Unicode Properties

Unique unicode characters	5
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	41125	30.4%
m	26555	19.6%
a	26555	19.6%
l	26555	19.6%
f	14570	10.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	135360	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	41125	30.4%
m	26555	19.6%
a	26555	19.6%
l	26555	19.6%
f	14570	10.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	135360	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
e	41125	30.4%
m	26555	19.6%
a	26555	19.6%
l	26555	19.6%
f	14570	10.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	135360	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	41125	30.4%
m	26555	19.6%
a	26555	19.6%
l	26555	19.6%
f	14570	10.8%

mos
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	70
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	156.9853982
Minimum	109.5
Maximum	207.7
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	109.5
5-th percentile	110.1
Q1	134.18
median	158.3
Q3	183
95-th percentile	207
Maximum	207.7
Range	98.2
Interquartile range (IQR)	48.82

Descriptive statistics

Standard deviation	32.4622853
Coefficient of variation (CV)	0.2067853805
Kurtosis	-1.142946633
Mean	156.9853982
Median Absolute Deviation (MAD)	24.5
Skewness	0.1518553015
Sum	4168747.25
Variance	1053.799967
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
158.9	1410	5.3%
134.7	1175	4.4%
158.5	940	3.5%
158.3	940	3.5%
134.8	705	2.7%
110.5	705	2.7%
183.1	705	2.7%
183	705	2.7%
206	470	1.8%
134.02	470	1.8%
206.6	470	1.8%
134.61	470	1.8%
109.5	470	1.8%
110.3	470	1.8%
110.2	470	1.8%
158.8	470	1.8%
206.7	470	1.8%
134.5	470	1.8%
206.8	470	1.8%
157.4	470	1.8%
182.6	470	1.8%
158.4	470	1.8%
109.7	470	1.8%
183.3	470	1.8%
110.4	470	1.8%
Other values (45)	11280	42.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
109.5	470	1.8%
109.7	470	1.8%
109.9	235	0.9%
110.1	235	0.9%
110.2	470	1.8%
110.3	470	1.8%
110.4	470	1.8%
110.5	705	2.7%
110.6	470	1.8%
110.7	235	0.9%

Value	Count	Frequency (%)
207.7	470	1.8%
207.4	235	0.9%
207.1	235	0.9%
207.07	235	0.9%
207	235	0.9%
206.8	470	1.8%
206.71	235	0.9%
206.7	470	1.8%
206.6	470	1.8%
206.5	235	0.9%

yrs
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	56
Distinct (%)	0.2%
Missing	235
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%

Mean	13.019375
Minimum	9.07
Maximum	17.2
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	9.07
5-th percentile	9.12
Q1	11.125
median	13.115
Q3	15.165
95-th percentile	17.14
Maximum	17.2
Range	8.13
Interquartile range (IQR)	4.04

Descriptive statistics

Standard deviation	2.694338554
Coefficient of variation (CV)	0.2069483792
Kurtosis	-1.148635777
Mean	13.019375
Median Absolute Deviation (MAD)	2.02
Skewness	0.1362009361
Sum	342669.95
Variance	7.259460246
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.16	1880	7.1%
13.16	1645	6.2%
13.11	1175	4.4%
13.13	940	3.5%
11.15	705	2.7%
15.2	705	2.7%
11.1	705	2.7%
17.12	705	2.7%
17.11	705	2.7%
15.16	705	2.7%
9.14	705	2.7%
15.18	705	2.7%
9.16	705	2.7%
11.13	705	2.7%
15.1	705	2.7%
9.13	705	2.7%
13.03	470	1.8%
17.07	470	1.8%
11.01	470	1.8%
13.12	470	1.8%
13.09	470	1.8%
17.15	470	1.8%
9.07	470	1.8%
17.2	470	1.8%
17.13	470	1.8%
Other values (31)	7990	30.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9.07	470	1.8%
9.08	235	0.9%
9.09	235	0.9%
9.1	235	0.9%
9.12	235	0.9%
9.13	705	2.7%
9.14	705	2.7%
9.15	470	1.8%
9.16	705	2.7%
9.17	235	0.9%

Value	Count	Frequency (%)
17.2	470	1.8%
17.18	235	0.9%
17.15	470	1.8%
17.14	235	0.9%
17.13	470	1.8%
17.12	705	2.7%
17.11	705	2.7%
17.08	235	0.9%
17.07	470	1.8%
17.06	235	0.9%

age
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	12.87610619
Minimum	9
Maximum	17
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	9
5-th percentile	9
Q1	11
median	13
Q3	15
95-th percentile	17
Maximum	17
Range	8
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.691014714
Coefficient of variation (CV)	0.2089928954
Kurtosis	-1.134213442
Mean	12.87610619
Median Absolute Deviation (MAD)	2
Skewness	0.156394398
Sum	341925
Variance	7.241560194
Monotocity	Increasing

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
13	6580	24.8%
11	6580	24.8%
17	4935	18.6%
9	4465	16.8%
15	3995	15.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9	4465	16.8%
11	6580	24.8%
13	6580	24.8%
15	3995	15.0%
17	4935	18.6%

Value	Count	Frequency (%)
17	4935	18.6%
15	3995	15.0%
13	6580	24.8%
11	6580	24.8%
9	4465	16.8%

label_enc
Real number (ℝ_≥0)

Distinct	235
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	117
Minimum	0
Maximum	234
Zeros	113
Zeros (%)	0.4%
Memory size	207.6 KiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	58
median	117
Q3	176
95-th percentile	223
Maximum	234
Range	234
Interquartile range (IQR)	118

Descriptive statistics

Standard deviation	67.83931977
Coefficient of variation (CV)	0.5798232459
Kurtosis	-1.200043464
Mean	117
Median Absolute Deviation (MAD)	59
Skewness	0
Sum	3106935
Variance	4602.173307
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
223	113	0.4%
212	113	0.4%
165	113	0.4%
149	113	0.4%
133	113	0.4%
117	113	0.4%
101	113	0.4%
85	113	0.4%
69	113	0.4%
53	113	0.4%
37	113	0.4%
21	113	0.4%
5	113	0.4%
228	113	0.4%
196	113	0.4%
211	113	0.4%
180	113	0.4%
164	113	0.4%
148	113	0.4%
132	113	0.4%
116	113	0.4%
100	113	0.4%
84	113	0.4%
68	113	0.4%
52	113	0.4%
Other values (210)	23730	89.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	113	0.4%
1	113	0.4%
2	113	0.4%
3	113	0.4%
4	113	0.4%
5	113	0.4%
6	113	0.4%
7	113	0.4%
8	113	0.4%
9	113	0.4%

Value	Count	Frequency (%)
234	113	0.4%
233	113	0.4%
232	113	0.4%
231	113	0.4%
230	113	0.4%
229	113	0.4%
228	113	0.4%
227	113	0.4%
226	113	0.4%
225	113	0.4%

Avg_deg
Real number (ℝ_≥0)

ZEROS

Distinct	21856
Distinct (%)	82.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	80.1013034
Minimum	0
Maximum	129.577232
Zeros	4700
Zeros (%)	17.7%
Memory size	207.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	94.50483566
median	96.64390791
Q3	98.34064402
95-th percentile	101.1586301
Maximum	129.577232
Range	129.577232
Interquartile range (IQR)	3.835808359

Descriptive statistics

Standard deviation	37.22828293
Coefficient of variation (CV)	0.4647650082
Kurtosis	0.8380526271
Mean	80.1013034
Median Absolute Deviation (MAD)	1.879825482
Skewness	-1.675375517
Sum	2127090.112
Variance	1385.94505
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4700	17.7%
98.02807267	1	< 0.1%
101.3028371	1	< 0.1%
98.40272353	1	< 0.1%
96.64134685	1	< 0.1%
96.00512979	1	< 0.1%
95.22464442	1	< 0.1%
96.9805213	1	< 0.1%
95.5566407	1	< 0.1%
96.8407416	1	< 0.1%
100.740117	1	< 0.1%
98.77353378	1	< 0.1%
97.37783	1	< 0.1%
94.65500639	1	< 0.1%
97.15026935	1	< 0.1%
101.1045474	1	< 0.1%
96.18300196	1	< 0.1%
95.34538999	1	< 0.1%
95.43220234	1	< 0.1%
93.79400793	1	< 0.1%
98.45646872	1	< 0.1%
97.18792748	1	< 0.1%
97.61132526	1	< 0.1%
94.45236316	1	< 0.1%
97.76378451	1	< 0.1%
Other values (21831)	21831	82.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4700	17.7%
80.06878124	1	< 0.1%
80.28566417	1	< 0.1%
80.32983664	1	< 0.1%
80.37186971	1	< 0.1%
81.09776073	1	< 0.1%
81.26987034	1	< 0.1%
81.31786106	1	< 0.1%
81.49130709	1	< 0.1%
81.67409312	1	< 0.1%

Value	Count	Frequency (%)
129.577232	1	< 0.1%
125.589607	1	< 0.1%
124.5453838	1	< 0.1%
124.4785522	1	< 0.1%
123.8325608	1	< 0.1%
123.3675303	1	< 0.1%
122.9907888	1	< 0.1%
121.6906274	1	< 0.1%
121.6498703	1	< 0.1%
121.647116	1	< 0.1%

gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	26.2 KiB

female	14335
male	12220

Value	Count	Frequency (%)
female	14335	54.0%
male	12220	46.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	6
Mean length	5.079646018
Min length	4

Overview of Unicode Properties

Unique unicode characters	5
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	40890	30.3%
m	26555	19.7%
a	26555	19.7%
l	26555	19.7%
f	14335	10.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	134890	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	40890	30.3%
m	26555	19.7%
a	26555	19.7%
l	26555	19.7%
f	14335	10.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	134890	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
e	40890	30.3%
m	26555	19.7%
a	26555	19.7%
l	26555	19.7%
f	14335	10.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	134890	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	40890	30.3%
m	26555	19.7%
a	26555	19.7%
l	26555	19.7%
f	14335	10.6%

peermindset
Real number (ℝ_≥0)

Distinct	34
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.230088496
Minimum	1
Maximum	4.583333333
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1.166666667
Q1	1.75
median	2.166666667
Q3	2.583333333
95-th percentile	3.416666667
Maximum	4.583333333
Range	3.583333333
Interquartile range (IQR)	0.8333333333

Descriptive statistics

Standard deviation	0.6907896436
Coefficient of variation (CV)	0.3097588481
Kurtosis	0.6378849792
Mean	2.230088496
Median Absolute Deviation (MAD)	0.4166666667
Skewness	0.5726343017
Sum	59220
Variance	0.4771903318
Monotocity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
2.166666667	2350	8.8%
2.25	1880	7.1%
2.416666667	1880	7.1%
2	1410	5.3%
2.333333333	1175	4.4%
2.666666667	1175	4.4%
1.916666667	1175	4.4%
1.583333333	1175	4.4%
2.75	940	3.5%
1	940	3.5%
1.25	940	3.5%
2.5	940	3.5%
2.083333333	940	3.5%
1.416666667	940	3.5%
2.833333333	705	2.7%
1.833333333	705	2.7%
1.333333333	705	2.7%
3.25	705	2.7%
1.666666667	705	2.7%
2.583333333	705	2.7%
3.416666667	705	2.7%
1.75	470	1.8%
3	470	1.8%
1.5	470	1.8%
1.166666667	235	0.9%
Other values (9)	2115	8.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	940	3.5%
1.083333333	235	0.9%
1.166666667	235	0.9%
1.25	940	3.5%
1.333333333	705	2.7%
1.416666667	940	3.5%
1.5	470	1.8%
1.583333333	1175	4.4%
1.666666667	705	2.7%
1.75	470	1.8%

Value	Count	Frequency (%)
4.583333333	235	0.9%
4.166666667	235	0.9%
3.916666667	235	0.9%
3.666666667	235	0.9%
3.5	235	0.9%
3.416666667	705	2.7%
3.25	705	2.7%
3.166666667	235	0.9%
3.083333333	235	0.9%
3	470	1.8%

persmindset
Real number (ℝ_≥0)

Distinct	19
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.874041298
Minimum	1
Maximum	4
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1.333333333
median	1.833333333
Q3	2.333333333
95-th percentile	3.166666667
Maximum	4
Range	3
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6696627843
Coefficient of variation (CV)	0.3573361937
Kurtosis	0.3121634165
Mean	1.874041298
Median Absolute Deviation (MAD)	0.5
Skewness	0.7534230509
Sum	49765.16667
Variance	0.4484482447
Monotocity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
1	3760	14.2%
2	3055	11.5%
2.333333333	3055	11.5%
1.833333333	2820	10.6%
1.666666667	2350	8.8%
1.333333333	2350	8.8%
1.5	2350	8.8%
2.666666667	1410	5.3%
1.166666667	1410	5.3%
2.5	940	3.5%
2.833333333	705	2.7%
3	470	1.8%
3.333333333	470	1.8%
3.5	235	0.9%
1.6	235	0.9%
3.833333333	235	0.9%
4	235	0.9%
3.166666667	235	0.9%
2.166666667	235	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	3760	14.2%
1.166666667	1410	5.3%
1.333333333	2350	8.8%
1.5	2350	8.8%
1.6	235	0.9%
1.666666667	2350	8.8%
1.833333333	2820	10.6%
2	3055	11.5%
2.166666667	235	0.9%
2.333333333	3055	11.5%

Value	Count	Frequency (%)
4	235	0.9%
3.833333333	235	0.9%
3.5	235	0.9%
3.333333333	470	1.8%
3.166666667	235	0.9%
3	470	1.8%
2.833333333	705	2.7%
2.666666667	1410	5.3%
2.5	940	3.5%
2.333333333	3055	11.5%

needforapproval
Real number (ℝ_≥0)

Distinct	27
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.630162242
Minimum	1.875
Maximum	5.375
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1.875
5-th percentile	2.25
Q1	3.125
median	3.625
Q3	4.125
95-th percentile	4.875
Maximum	5.375
Range	3.5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.7486225382
Coefficient of variation (CV)	0.2062228871
Kurtosis	-0.2277842296
Mean	3.630162242
Median Absolute Deviation (MAD)	0.5
Skewness	-0.01339772593
Sum	96398.95833
Variance	0.5604357047
Monotocity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
3.25	2820	10.6%
4.125	2350	8.8%
3.875	1880	7.1%
3.75	1645	6.2%
3.375	1645	6.2%
3.625	1410	5.3%
3.125	1410	5.3%
4.25	1410	5.3%
3.5	1410	5.3%
2.875	1410	5.3%
4.375	1410	5.3%
4.75	1175	4.4%
3	705	2.7%
2.25	705	2.7%
5.25	705	2.7%
2.625	470	1.8%
4	470	1.8%
4.5	470	1.8%
1.875	470	1.8%
2.75	470	1.8%
2.375	470	1.8%
4.875	470	1.8%
5.375	235	0.9%
2.833333333	235	0.9%
4.625	235	0.9%
Other values (2)	470	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.875	470	1.8%
2	235	0.9%
2.25	705	2.7%
2.375	470	1.8%
2.5	235	0.9%
2.625	470	1.8%
2.75	470	1.8%
2.833333333	235	0.9%
2.875	1410	5.3%
3	705	2.7%

Value	Count	Frequency (%)
5.375	235	0.9%
5.25	705	2.7%
4.875	470	1.8%
4.75	1175	4.4%
4.625	235	0.9%
4.5	470	1.8%
4.375	1410	5.3%
4.25	1410	5.3%
4.125	2350	8.8%
4	470	1.8%

needforbelonging
Real number (ℝ_≥0)

Distinct	28
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.83539823
Minimum	1.8
Maximum	5.3
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1.8
5-th percentile	2.8
Q1	3.4
median	3.9
Q3	4.3
95-th percentile	4.8
Maximum	5.3
Range	3.5
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	0.6454756085
Coefficient of variation (CV)	0.1682942865
Kurtosis	-0.03541776357
Mean	3.83539823
Median Absolute Deviation (MAD)	0.4
Skewness	-0.2727762032
Sum	101849
Variance	0.4166387612
Monotocity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
4.1	2350	8.8%
3.6	2115	8.0%
4.4	1880	7.1%
3.8	1645	6.2%
4	1645	6.2%
3.1	1410	5.3%
4.2	1410	5.3%
3.3	1175	4.4%
3.9	1175	4.4%
3.7	1175	4.4%
3.2	940	3.5%
4.6	940	3.5%
2.8	940	3.5%
3.5	940	3.5%
4.7	940	3.5%
4.3	940	3.5%
4.5	705	2.7%
3	705	2.7%
5	705	2.7%
3.4	470	1.8%
4.8	470	1.8%
2.9	470	1.8%
1.8	235	0.9%
2.6	235	0.9%
5.2	235	0.9%
Other values (3)	705	2.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.8	235	0.9%
2.4	235	0.9%
2.5	235	0.9%
2.6	235	0.9%
2.8	940	3.5%
2.9	470	1.8%
3	705	2.7%
3.1	1410	5.3%
3.2	940	3.5%
3.3	1175	4.4%

Value	Count	Frequency (%)
5.3	235	0.9%
5.2	235	0.9%
5	705	2.7%
4.8	470	1.8%
4.7	940	3.5%
4.6	940	3.5%
4.5	705	2.7%
4.4	1880	7.1%
4.3	940	3.5%
4.2	1410	5.3%

rejection
Real number (ℝ_≥0)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.230088496
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2.5
median	3.5
Q3	4
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	1.5

Descriptive statistics

Standard deviation	1.068546933
Coefficient of variation (CV)	0.3308104202
Kurtosis	-0.5260432424
Mean	3.230088496
Median Absolute Deviation (MAD)	0.5
Skewness	-0.4075624365
Sum	85775
Variance	1.141792547
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
4	5640	21.2%
3.5	5170	19.5%
3	3290	12.4%
2.5	3290	12.4%
2	2585	9.7%
4.5	2115	8.0%
5	1880	7.1%
1	1880	7.1%
1.5	705	2.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1880	7.1%
1.5	705	2.7%
2	2585	9.7%
2.5	3290	12.4%
3	3290	12.4%
3.5	5170	19.5%
4	5640	21.2%
4.5	2115	8.0%
5	1880	7.1%

Value	Count	Frequency (%)
5	1880	7.1%
4.5	2115	8.0%
4	5640	21.2%
3.5	5170	19.5%
3	3290	12.4%
2.5	3290	12.4%
2	2585	9.7%
1.5	705	2.7%
1	1880	7.1%

coping_mad
Real number (ℝ_≥0)

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.014749263
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1.666666667
Q1	2.333333333
median	3
Q3	3.666666667
95-th percentile	4.333333333
Maximum	5
Range	4
Interquartile range (IQR)	1.333333333

Descriptive statistics

Standard deviation	0.8694575624
Coefficient of variation (CV)	0.2884012854
Kurtosis	-0.7633235912
Mean	3.014749263
Median Absolute Deviation (MAD)	0.6666666667
Skewness	-0.186054618
Sum	80056.66667
Variance	0.7559564529
Monotocity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
3.666666667	3995	15.0%
2.666666667	3995	15.0%
4	3525	13.3%
3.333333333	2820	10.6%
3	2820	10.6%
2.333333333	2585	9.7%
1.666666667	1880	7.1%
2	1880	7.1%
4.333333333	1410	5.3%
1.333333333	940	3.5%
4.666666667	235	0.9%
5	235	0.9%
1	235	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	235	0.9%
1.333333333	940	3.5%
1.666666667	1880	7.1%
2	1880	7.1%
2.333333333	2585	9.7%
2.666666667	3995	15.0%
3	2820	10.6%
3.333333333	2820	10.6%
3.666666667	3995	15.0%
4	3525	13.3%

Value	Count	Frequency (%)
5	235	0.9%
4.666666667	235	0.9%
4.333333333	1410	5.3%
4	3525	13.3%
3.666666667	3995	15.0%
3.333333333	2820	10.6%
3	2820	10.6%
2.666666667	3995	15.0%
2.333333333	2585	9.7%
2	1880	7.1%

coping_sad
Real number (ℝ_≥0)

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.203539823
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1.333333333
Q1	2.333333333
median	3.333333333
Q3	4
95-th percentile	4.666666667
Maximum	5
Range	4
Interquartile range (IQR)	1.666666667

Descriptive statistics

Standard deviation	1.014596849
Coefficient of variation (CV)	0.3167111711
Kurtosis	-0.8203764099
Mean	3.203539823
Median Absolute Deviation (MAD)	0.6666666667
Skewness	-0.24557106
Sum	85070
Variance	1.029406766
Monotocity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
4	4465	16.8%
3.666666667	3290	12.4%
3.333333333	2820	10.6%
2.666666667	2820	10.6%
2	2585	9.7%
2.333333333	2115	8.0%
4.666666667	1880	7.1%
3	1645	6.2%
4.333333333	1410	5.3%
1.666666667	1175	4.4%
5	940	3.5%
1.333333333	705	2.7%
1	705	2.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	705	2.7%
1.333333333	705	2.7%
1.666666667	1175	4.4%
2	2585	9.7%
2.333333333	2115	8.0%
2.666666667	2820	10.6%
3	1645	6.2%
3.333333333	2820	10.6%
3.666666667	3290	12.4%
4	4465	16.8%

Value	Count	Frequency (%)
5	940	3.5%
4.666666667	1880	7.1%
4.333333333	1410	5.3%
4	4465	16.8%
3.666666667	3290	12.4%
3.333333333	2820	10.6%
3	1645	6.2%
2.666666667	2820	10.6%
2.333333333	2115	8.0%
2	2585	9.7%

coping_worried
Real number (ℝ_≥0)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.510324484
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1.666666667
median	2.666666667
Q3	3
95-th percentile	4
Maximum	5
Range	4
Interquartile range (IQR)	1.333333333

Descriptive statistics

Standard deviation	0.8892297088
Coefficient of variation (CV)	0.354228991
Kurtosis	-0.4979569626
Mean	2.510324484
Median Absolute Deviation (MAD)	0.6666666667
Skewness	0.1250096705
Sum	66661.66667
Variance	0.7907294751
Monotocity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
3	3995	15.0%
2.666666667	3290	12.4%
2.333333333	3290	12.4%
3.333333333	3055	11.5%
1.666666667	3055	11.5%
2	2820	10.6%
1	2350	8.8%
3.666666667	1645	6.2%
1.333333333	1410	5.3%
4.333333333	705	2.7%
4	705	2.7%
5	235	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2350	8.8%
1.333333333	1410	5.3%
1.666666667	3055	11.5%
2	2820	10.6%
2.333333333	3290	12.4%
2.666666667	3290	12.4%
3	3995	15.0%
3.333333333	3055	11.5%
3.666666667	1645	6.2%
4	705	2.7%

Value	Count	Frequency (%)
5	235	0.9%
4.333333333	705	2.7%
4	705	2.7%
3.666666667	1645	6.2%
3.333333333	3055	11.5%
3	3995	15.0%
2.666666667	3290	12.4%
2.333333333	3290	12.4%
2	2820	10.6%
1.666666667	3055	11.5%

rsqanxiety
Real number (ℝ_≥0)

Distinct	82
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.588495575
Minimum	1.5
Maximum	22.5
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1.5
5-th percentile	2.833333333
Q1	5.833333333
median	8.666666667
Q3	11
95-th percentile	15.75
Maximum	22.5
Range	21
Interquartile range (IQR)	5.166666667

Descriptive statistics

Standard deviation	3.874980313
Coefficient of variation (CV)	0.451182664
Kurtosis	0.4652664245
Mean	8.588495575
Median Absolute Deviation (MAD)	2.5
Skewness	0.5578614383
Sum	228067.5
Variance	15.01547243
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.833333333	1410	5.3%
8.916666667	1175	4.4%
7.166666667	705	2.7%
11	470	1.8%
9.333333333	470	1.8%
11.16666667	470	1.8%
8.083333333	470	1.8%
7.5	470	1.8%
10.66666667	470	1.8%
7.416666667	470	1.8%
4.666666667	470	1.8%
3.916666667	470	1.8%
12.25	470	1.8%
3.666666667	470	1.8%
6.75	470	1.8%
6.416666667	470	1.8%
4.333333333	470	1.8%
4.166666667	470	1.8%
6	470	1.8%
17.08333333	470	1.8%
2.833333333	470	1.8%
7	470	1.8%
9.166666667	470	1.8%
11.25	235	0.9%
1.916666667	235	0.9%
Other values (57)	13395	50.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.5	235	0.9%
1.916666667	235	0.9%
2.166666667	235	0.9%
2.25	235	0.9%
2.5	235	0.9%
2.833333333	470	1.8%
3.166666667	235	0.9%
3.333333333	235	0.9%
3.583333333	235	0.9%
3.666666667	470	1.8%

Value	Count	Frequency (%)
22.5	235	0.9%
17.08333333	470	1.8%
16.5	235	0.9%
16.41666667	235	0.9%
15.75	235	0.9%
15.25	235	0.9%
14.75	235	0.9%
14.5	235	0.9%
14.33333333	235	0.9%
14.16666667	235	0.9%

rsqanger
Real number (ℝ_≥0)

Distinct	71
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.892330383
Minimum	1.333333333
Maximum	15.33333333
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1.333333333
5-th percentile	2.416666667
Q1	3.666666667
median	4.916666667
Q3	7.5
95-th percentile	13.08333333
Maximum	15.33333333
Range	14
Interquartile range (IQR)	3.833333333

Descriptive statistics

Standard deviation	3.105658167
Coefficient of variation (CV)	0.5270678941
Kurtosis	0.8665536268
Mean	5.892330383
Median Absolute Deviation (MAD)	1.666666667
Skewness	1.155233562
Sum	156470.8333
Variance	9.645112649
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.833333333	940	3.5%
3.25	940	3.5%
3.666666667	940	3.5%
4.25	940	3.5%
3.5	705	2.7%
2.416666667	705	2.7%
5	705	2.7%
3.75	705	2.7%
4.416666667	705	2.7%
4.916666667	705	2.7%
5.75	705	2.7%
3.833333333	705	2.7%
4	705	2.7%
6.916666667	470	1.8%
4.666666667	470	1.8%
10	470	1.8%
6.416666667	470	1.8%
2.666666667	470	1.8%
2.75	470	1.8%
6.583333333	470	1.8%
3.166666667	470	1.8%
4.5	470	1.8%
8.416666667	470	1.8%
4.166666667	470	1.8%
7.333333333	470	1.8%
Other values (46)	10810	40.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.333333333	235	0.9%
1.916666667	235	0.9%
2	235	0.9%
2.25	235	0.9%
2.416666667	705	2.7%
2.5	235	0.9%
2.583333333	235	0.9%
2.666666667	470	1.8%
2.75	470	1.8%
2.833333333	235	0.9%

Value	Count	Frequency (%)
15.33333333	235	0.9%
15.25	235	0.9%
14.33333333	235	0.9%
14.08333333	235	0.9%
13.66666667	235	0.9%
13.08333333	235	0.9%
12.66666667	235	0.9%
11.16666667	235	0.9%
10.83333333	235	0.9%
10	470	1.8%

cdimean
Real number (ℝ_≥0)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.232743363
Minimum	1
Maximum	2.7
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1.1
median	1.2
Q3	1.3
95-th percentile	1.7
Maximum	2.7
Range	1.7
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	0.2611943274
Coefficient of variation (CV)	0.2118805384
Kurtosis	7.813934317
Mean	1.232743363
Median Absolute Deviation (MAD)	0.1
Skewness	2.227023869
Sum	32735.5
Variance	0.06822247669
Monotocity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1.1	6580	24.8%
1	6345	23.9%
1.2	5170	19.5%
1.4	2350	8.8%
1.3	1880	7.1%
1.6	1175	4.4%
1.5	1175	4.4%
1.7	940	3.5%
2.7	235	0.9%
1.8	235	0.9%
1.9	235	0.9%
2	235	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	6345	23.9%
1.1	6580	24.8%
1.2	5170	19.5%
1.3	1880	7.1%
1.4	2350	8.8%
1.5	1175	4.4%
1.6	1175	4.4%
1.7	940	3.5%
1.8	235	0.9%
1.9	235	0.9%

Value	Count	Frequency (%)
2.7	235	0.9%
2	235	0.9%
1.9	235	0.9%
1.8	235	0.9%
1.7	940	3.5%
1.6	1175	4.4%
1.5	1175	4.4%
1.4	2350	8.8%
1.3	1880	7.1%
1.2	5170	19.5%

moodgood
Real number (ℝ_≥0)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.407079646
Minimum	2
Maximum	7
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	2
5-th percentile	4
Q1	5
median	6
Q3	6
95-th percentile	7
Maximum	7
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.061302962
Coefficient of variation (CV)	0.1962802531
Kurtosis	-0.2753124766
Mean	5.407079646
Median Absolute Deviation (MAD)	1
Skewness	-0.5556909812
Sum	143585
Variance	1.126363976
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
6	12220	46.0%
4	5875	22.1%
5	4700	17.7%
7	3055	11.5%
3	470	1.8%
2	235	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	235	0.9%
3	470	1.8%
4	5875	22.1%
5	4700	17.7%
6	12220	46.0%
7	3055	11.5%

Value	Count	Frequency (%)
7	3055	11.5%
6	12220	46.0%
5	4700	17.7%
4	5875	22.1%
3	470	1.8%
2	235	0.9%

moodhappy
Real number (ℝ_≥0)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.132743363
Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	4
median	5
Q3	6
95-th percentile	7
Maximum	7
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.237380065
Coefficient of variation (CV)	0.2410757712
Kurtosis	-0.071495652
Mean	5.132743363
Median Absolute Deviation (MAD)	1
Skewness	-0.5893707904
Sum	136300
Variance	1.531109424
Monotocity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
6	10340	38.9%
4	6110	23.0%
5	4935	18.6%
7	2585	9.7%
3	2115	8.0%
2	235	0.9%
1	235	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	235	0.9%
2	235	0.9%
3	2115	8.0%
4	6110	23.0%
5	4935	18.6%
6	10340	38.9%
7	2585	9.7%

Value	Count	Frequency (%)
7	2585	9.7%
6	10340	38.9%
5	4935	18.6%
4	6110	23.0%
3	2115	8.0%
2	235	0.9%
1	235	0.9%

moodrelaxed
Real number (ℝ_≥0)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.619469027
Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	5
Q3	6
95-th percentile	7
Maximum	7
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.47139805
Coefficient of variation (CV)	0.3185210338
Kurtosis	-0.9341278059
Mean	4.619469027
Median Absolute Deviation (MAD)	1
Skewness	-0.3431135151
Sum	122670
Variance	2.165012221
Monotocity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
6	8695	32.7%
3	6345	23.9%
5	4935	18.6%
4	3525	13.3%
7	1410	5.3%
2	1175	4.4%
1	470	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	470	1.8%
2	1175	4.4%
3	6345	23.9%
4	3525	13.3%
5	4935	18.6%
6	8695	32.7%
7	1410	5.3%

Value	Count	Frequency (%)
7	1410	5.3%
6	8695	32.7%
5	4935	18.6%
4	3525	13.3%
3	6345	23.9%
2	1175	4.4%
1	470	1.8%

stateanxiety
Real number (ℝ_≥0)

Distinct	21
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	31.42477876
Minimum	20
Maximum	50
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	20
5-th percentile	26
Q1	29
median	31
Q3	33
95-th percentile	42
Maximum	50
Range	30
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.851521774
Coefficient of variation (CV)	0.1543852325
Kurtosis	2.331904871
Mean	31.42477876
Median Absolute Deviation (MAD)	2
Skewness	1.035026131
Sum	834485
Variance	23.53726352
Monotocity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
30	3525	13.3%
31	3525	13.3%
28	3055	11.5%
29	2820	10.6%
32	2115	8.0%
34	1880	7.1%
33	1410	5.3%
26	1410	5.3%
27	1175	4.4%
38	1175	4.4%
35	940	3.5%
37	705	2.7%
20	470	1.8%
40	470	1.8%
43	470	1.8%
21	235	0.9%
24	235	0.9%
42	235	0.9%
50	235	0.9%
44	235	0.9%
47	235	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20	470	1.8%
21	235	0.9%
24	235	0.9%
26	1410	5.3%
27	1175	4.4%
28	3055	11.5%
29	2820	10.6%
30	3525	13.3%
31	3525	13.3%
32	2115	8.0%

Value	Count	Frequency (%)
50	235	0.9%
47	235	0.9%
44	235	0.9%
43	470	1.8%
42	235	0.9%
40	470	1.8%
38	1175	4.4%
37	705	2.7%
35	940	3.5%
34	1880	7.1%

traitanxiety
Real number (ℝ_≥0)

Distinct	32
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	35.99115044
Minimum	22
Maximum	60
Zeros	0
Zeros (%)	0.0%
Memory size	207.6 KiB

Quantile statistics

Minimum	22
5-th percentile	24
Q1	30
median	35
Q3	42
95-th percentile	50
Maximum	60
Range	38
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	8.238308937
Coefficient of variation (CV)	0.2288981829
Kurtosis	-0.3881852794
Mean	35.99115044
Median Absolute Deviation (MAD)	6
Skewness	0.403145206
Sum	955745
Variance	67.86973414
Monotocity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
32	2350	8.8%
38	1880	7.1%
33	1410	5.3%
30	1175	4.4%
34	1175	4.4%
36	1175	4.4%
43	1175	4.4%
31	1175	4.4%
26	1175	4.4%
41	940	3.5%
49	940	3.5%
35	940	3.5%
37	940	3.5%
24	940	3.5%
44	940	3.5%
42	940	3.5%
22	705	2.7%
28	705	2.7%
25	705	2.7%
47	705	2.7%
27	470	1.8%
23	470	1.8%
40	470	1.8%
51	470	1.8%
29	470	1.8%
Other values (7)	2115	8.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22	705	2.7%
23	470	1.8%
24	940	3.5%
25	705	2.7%
26	1175	4.4%
27	470	1.8%
28	705	2.7%
29	470	1.8%
30	1175	4.4%
31	1175	4.4%

Value	Count	Frequency (%)
60	235	0.9%
55	235	0.9%
54	235	0.9%
51	470	1.8%
50	235	0.9%
49	940	3.5%
48	470	1.8%
47	705	2.7%
46	235	0.9%
45	470	1.8%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	id	sex	mos	yrs	age	label_enc	gender	peermindset	persmindset	needforapproval	needforbelonging	rejection	coping_mad	coping_sad	coping_worried	rsqanxiety	rsqanger	cdimean	moodgood	moodhappy	moodrelaxed	stateanxiety	traitanxiety
0	102_9a	female	110.3	9.14	9	0	female	1.67	1.0	3.75	3.7	4.0	4.0	5.0	3.0	7.17	4.67	1.0	7	6	7	27	31
1	102_9a	female	110.3	9.14	9	1	female	1.67	1.0	3.75	3.7	4.0	4.0	5.0	3.0	7.17	4.67	1.0	7	6	7	27	31
2	102_9a	female	110.3	9.14	9	2	female	1.67	1.0	3.75	3.7	4.0	4.0	5.0	3.0	7.17	4.67	1.0	7	6	7	27	31
3	102_9a	female	110.3	9.14	9	3	female	1.67	1.0	3.75	3.7	4.0	4.0	5.0	3.0	7.17	4.67	1.0	7	6	7	27	31
4	102_9a	female	110.3	9.14	9	4	female	1.67	1.0	3.75	3.7	4.0	4.0	5.0	3.0	7.17	4.67	1.0	7	6	7	27	31
5	102_9a	female	110.3	9.14	9	5	female	1.67	1.0	3.75	3.7	4.0	4.0	5.0	3.0	7.17	4.67	1.0	7	6	7	27	31
6	102_9a	female	110.3	9.14	9	6	female	1.67	1.0	3.75	3.7	4.0	4.0	5.0	3.0	7.17	4.67	1.0	7	6	7	27	31
7	102_9a	female	110.3	9.14	9	7	female	1.67	1.0	3.75	3.7	4.0	4.0	5.0	3.0	7.17	4.67	1.0	7	6	7	27	31
8	102_9a	female	110.3	9.14	9	8	female	1.67	1.0	3.75	3.7	4.0	4.0	5.0	3.0	7.17	4.67	1.0	7	6	7	27	31
9	102_9a	female	110.3	9.14	9	9	female	1.67	1.0	3.75	3.7	4.0	4.0	5.0	3.0	7.17	4.67	1.0	7	6	7	27	31

Last rows

	id	sex	mos	yrs	age	label_enc	Avg_deg	gender	peermindset	persmindset	needforapproval	needforbelonging	rejection	coping_mad	coping_sad	coping_worried	rsqanxiety	rsqanger	cdimean	moodgood	moodhappy	moodrelaxed	stateanxiety	traitanxiety
26545	531_17a	male	206.71	17.12	17	225	96.51	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6	6	3	30	28
26546	531_17a	male	206.71	17.12	17	226	98.15	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6	6	3	30	28
26547	531_17a	male	206.71	17.12	17	227	97.72	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6	6	3	30	28
26548	531_17a	male	206.71	17.12	17	228	97.98	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6	6	3	30	28
26549	531_17a	male	206.71	17.12	17	229	96.59	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6	6	3	30	28
26550	531_17a	male	206.71	17.12	17	230	97.37	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6	6	3	30	28
26551	531_17a	male	206.71	17.12	17	231	98.00	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6	6	3	30	28
26552	531_17a	male	206.71	17.12	17	232	95.53	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6	6	3	30	28
26553	531_17a	male	206.71	17.12	17	233	96.83	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6	6	3	30	28
26554	531_17a	male	206.71	17.12	17	234	98.70	male	3.42	2.0	3.5	2.8	2.5	2.0	2.33	2.33	7.5	3.08	1.1	6	6	3	30	28

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Connector Punctuation characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows